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researcher

Rujie Liu

24 papers hereh-index 14977 citations102 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author10
  • last author14

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • cs.CV11
  • cs.SD6
  • cs.LG3
  • math.NA2
  • eess.AS1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedFurcaNet: An end-to-end deep gated convolutional, long short-term memory, deep neural networks for single channel speech separation

15 citations · 52 across the 24 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2024

Generative Modelling with High-Order Langevin Dynamics

Ziqiang Shi, Rujie Liu

Diffusion generative modelling (DGM) based on stochastic differential equations (SDEs) with score matching has achieved unprecedented results in data generation. In this paper, we…

cs.LG2017

Multi-view (Joint) Probability Linear Discrimination Analysis for Multi-view Feature Verification

Ziqiang Shi, Liu Liu, Mengjiao Wang +1

Multi-view feature has been proved to be very effective in many multimedia applications. However, the current back-end classifiers cannot make full use of such features. In this pa…

cs.LG2016

Empirical study of PROXTONE and PROXTONE+ for Fast Learning of Large Scale Sparse Models

Ziqiang Shi, Rujie Liu

PROXTONE is a novel and fast method for optimization of large scale non-smooth convex problem \cite{shi2015large}. In this work, we try to use PROXTONE method in solving large scal…

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